{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,11]],"date-time":"2025-06-11T19:40:02Z","timestamp":1749670802053,"version":"3.41.0"},"publisher-location":"Singapore","reference-count":20,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811030048"},{"type":"electronic","value":"9789811030055"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-981-10-3005-5_24","type":"book-chapter","created":{"date-parts":[[2016,10,21]],"date-time":"2016-10-21T11:48:07Z","timestamp":1477050487000},"page":"286-295","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["GPCA-SIFT: A New Local Feature Descriptor for Scene Image Classification"],"prefix":"10.1007","author":[{"given":"Lei","family":"Ju","sequence":"first","affiliation":[]},{"given":"Ke","family":"Xie","sequence":"additional","affiliation":[]},{"given":"Hao","family":"Zheng","sequence":"additional","affiliation":[]},{"given":"Baochang","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Wankou","family":"Yang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,10,22]]},"reference":[{"issue":"10","key":"24_CR1","doi-asserted-by":"publisher","first-page":"1615","DOI":"10.1109\/TPAMI.2005.188","volume":"27","author":"K Mikolajczyk","year":"2005","unstructured":"Mikolajczyk, K., Schmid, C.: A performance evaluation of local descriptors. IEEE Trans. Pattern Anal. Mach. Intell. 27(10), 1615\u20131630 (2005)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"2","key":"24_CR2","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"DG Lowe","year":"2004","unstructured":"Lowe, D.G.: Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vision 60(2), 91\u2013110 (2004)","journal-title":"Int. J. Comput. Vision"},{"key":"24_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"404","DOI":"10.1007\/11744023_32","volume-title":"Computer Vision \u2013 ECCV 2006","author":"H Bay","year":"2006","unstructured":"Bay, H., Tuytelaars, T., Gool, L.: SURF: Speeded Up Robust Features. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3951, pp. 404\u2013417. Springer, Heidelberg (2006). doi: 10.1007\/11744023_32"},{"key":"24_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"430","DOI":"10.1007\/11744023_34","volume-title":"Computer Vision \u2013 ECCV 2006","author":"E Rosten","year":"2006","unstructured":"Rosten, E., Drummond, T.: Machine learning for high-speed corner detection. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3951, pp. 430\u2013443. Springer, Heidelberg (2006). doi: 10.1007\/11744023_34"},{"key":"24_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"778","DOI":"10.1007\/978-3-642-15561-1_56","volume-title":"Computer Vision \u2013 ECCV 2010","author":"M Calonder","year":"2010","unstructured":"Calonder, M., Lepetit, V., Strecha, C., Fua, P.: BRIEF: Binary Robust Independent Elementary Features. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010. LNCS, vol. 6314, pp. 778\u2013792. Springer, Heidelberg (2010). doi: 10.1007\/978-3-642-15561-1_56"},{"key":"24_CR6","doi-asserted-by":"crossref","unstructured":"Rublee, E., Rabaud, V., Konolige, K.: ORB: an efficient alternative to SIFT or SURF. In: 2011 IEEE International Conference on Computer Vision (ICCV), pp. 2564\u20132571. IEEE (2011)","DOI":"10.1109\/ICCV.2011.6126544"},{"key":"24_CR7","doi-asserted-by":"crossref","unstructured":"Leutenegger, S., Chli, M., Siegwart, R.: Binary robust invariant scalable keypoints. In: 2011 IEEE International Conference on Computer Vision (ICCV), pp. 2548\u20132555. IEEE (2011)","DOI":"10.1109\/ICCV.2011.6126542"},{"key":"24_CR8","doi-asserted-by":"crossref","unstructured":"Alahi, A., Ortiz, R., Vandergheynst, P.: Fast retina keypoint. In: 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 510\u2013517. IEEE (2012)","DOI":"10.1109\/CVPR.2012.6247715"},{"key":"24_CR9","doi-asserted-by":"crossref","unstructured":"Ke, Y., Sukthankar, R.-S.: A more distinctive representation for local image descriptors. In: Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2004, vol. 2, pp. II-506\u2013II-513. IEEE (2004)","DOI":"10.1109\/CVPR.2004.1315206"},{"issue":"1","key":"24_CR10","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1109\/TPAMI.2004.1261097","volume":"26","author":"J Yang","year":"2004","unstructured":"Yang, J., Zhang, D., Frangi, A.F., et al.: Two-dimensional PCA: a new approach to appearance-based face representation and recognition. IEEE Trans. Pattern Anal. Mach. Intell. 26(1), 131\u2013137 (2004)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"5","key":"24_CR11","doi-asserted-by":"publisher","first-page":"527","DOI":"10.1016\/j.patrec.2004.09.007","volume":"26","author":"M Li","year":"2005","unstructured":"Li, M., Yuan, B.: 2D-LDA: a statistical linear discriminant analysis for image matrix. Pattern Recogn. Lett. 26(5), 527\u2013532 (2005)","journal-title":"Pattern Recogn. Lett."},{"key":"24_CR12","doi-asserted-by":"crossref","unstructured":"Yang, J., Xu, Y., Yang, J.Y.: Bi-2DPCA: a fast face coding method for recognition. In: Pattern Recognition Recent Advances, pp. 313\u2013340 (2010)","DOI":"10.5772\/9353"},{"issue":"4","key":"24_CR13","doi-asserted-by":"publisher","first-page":"675","DOI":"10.1016\/S1874-1029(14)60007-0","volume":"40","author":"X-J Yan","year":"2014","unstructured":"Yan, X.-J., Zhao, C.-X., Yuan, X.: 2DPCA-SIFT: an efficient local feature descriptor. Acta Automatica Sinica 40(4), 675\u2013682 (2014)","journal-title":"Acta Automatica Sinica"},{"key":"24_CR14","doi-asserted-by":"crossref","unstructured":"Ye, J., Janardan, R., Li, Q.: GPCA: an efficient dimension reduction scheme for image compression and retrieval. In: Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 354\u2013363. ACM (2004)","DOI":"10.1145\/1014052.1014092"},{"key":"24_CR15","doi-asserted-by":"publisher","first-page":"100","DOI":"10.2307\/2346830","volume":"28","author":"J Hartigan","year":"1979","unstructured":"Hartigan, J., Wang, M.: A k-means clustering algorithm. Appl. Stat. 28, 100\u2013108 (1979)","journal-title":"Appl. Stat."},{"key":"24_CR16","doi-asserted-by":"crossref","unstructured":"Fei-Fei, L., Perona, P.: A Bayesian hierarchical model for learning natural scene categories. In: IEEE Computer Vision, Pattern Recognition, pp. 524\u2013531. IEEE, New York (2005)","DOI":"10.1109\/CVPR.2005.16"},{"issue":"2","key":"24_CR17","first-page":"III-513","volume":"3","author":"A Barla","year":"2003","unstructured":"Barla, A., Odone, F., Verri, A.: Histogram intersection kernel for image classification. Int. Conf. Image Process. 3(2), III-513\u2013III-516 (2003)","journal-title":"Int. Conf. Image Process."},{"key":"24_CR18","unstructured":"Chang, C.-C., Lin, C.-J.: LIBSVM: a library for support vector machines [EB\/OL] (2001). http:\/\/www.csie.ntu.edu.tw\/cjlin\/libsvm"},{"issue":"3","key":"24_CR19","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1023\/A:1011139631724","volume":"42","author":"A Oliva","year":"2001","unstructured":"Oliva, A., Torralba, A.: Modeling the shape of the scene: a holistic representation of the spatial envelope. Int. J. Comput. Vision 42(3), 145\u2013175 (2001)","journal-title":"Int. J. Comput. Vision"},{"key":"24_CR20","doi-asserted-by":"crossref","unstructured":"Lazebnik, S., Schmid, C., Ponce, J.: Beyond bags of features: spatial pyramid classification for recognizing natural scene categories. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition, New York, pp. 2169\u20132178 (2006)","DOI":"10.1109\/CVPR.2006.68"}],"container-title":["Communications in Computer and Information Science","Pattern Recognition"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-10-3005-5_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,11]],"date-time":"2025-06-11T19:07:00Z","timestamp":1749668820000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-10-3005-5_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9789811030048","9789811030055"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-981-10-3005-5_24","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"22 October 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CCPR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Chinese Conference on Pattern Recognition","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Chengdu","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 November 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 November 2016","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ccpr2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.uestcrobot.net\/ccpr2016\/english_index.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}